ANFIS based maximum power point tracking method for photovoltaic system using a two-phase interleaved boost converter

Donny Radianto, Masahito Shoyama

研究成果: Contribution to journalArticle

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This paper presents Maximum Power Point Tracking (MPPT) method for Photovoltaic (PV) system based on ANFIS using A Two-Phase Interleaved Boost Converter (IBC). The proposed system has 2 inputs and 1 output. The two inputs of the proposed system consist of solar irradiance and temperature. Meanwhile, the output is a duty cycle. The duty cycle is used to generate Pulsed Width Modulation (PWM), which serves to activate MOSFET. Furthermore, the proposed ANFIS features 20 epochs and utilizes hybrid mechanism to train data. Some simulations of IBC combined with PV system have been performed using Matlab/SIMULINK. Furthermore, some comparisons of two different methods have been carried out to validate the results. The comparison analysis results indicate that the system using ANFIS can obtain higher voltage than the system using FLC. In addition, the proposed system is also able to reduce overshoot and be able to increase the output power.

元の言語英語
ページ(範囲)418-424
ページ数7
ジャーナルInternational Review of Automatic Control
8
発行部数6
DOI
出版物ステータス出版済み - 11 1 2015

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

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